Natural Language Processing and Quality Assessment in Primary Care
Novel Use of Natural Language Processing and Targeted Patient Education Information Regarding the Process for Completion of the Foot Examination in Primary Care
1 other identifier
interventional
389
1 country
1
Brief Summary
The investigators propose to use a Natural Language Processing System (NLP) to provide an initial baseline report for primary care patients at risk for diabetes and cardiovascular complications that will include: a) evidence of foot exam documentation in the previous year; b) use of aspirin for cardiovascular risk reduction; and c) tobacco use. As part of a randomized trial, we plan to use a previously validated mailed survey (NCQA Provider Recognition Program) that requests information on the last foot exam, use of aspirin and tobacco. Patients who have been identified by NLP as not having had a foot exam will be randomized into treatment and control arms. Both arms will receive an informational letter; with a second mailing to nonresponders after one month, describing the key strategies for effective patient-physician communication during the clinical encounter. The treatment arm will also receive an informational letter and patient education brochure containing key messages about the importance of regular foot examinations. NLP will be repeated after 6 months to compare the impact of the patient education materials.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable diabetes
Started Jan 2010
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
December 9, 2008
CompletedFirst Posted
Study publicly available on registry
December 2, 2009
CompletedStudy Start
First participant enrolled
January 1, 2010
CompletedPrimary Completion
Last participant's last visit for primary outcome
April 1, 2011
CompletedStudy Completion
Last participant's last visit for all outcomes
April 1, 2011
CompletedJanuary 6, 2016
January 1, 2016
1.2 years
December 9, 2008
January 5, 2016
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Completion of foot exam
6 months post intervention
Secondary Outcomes (1)
Patient report in validation of Natural Language Processing
6 months
Study Arms (3)
1 CAre of the Feet for Those at Risk
PLACEBO COMPARATORsecular trends for physician documentation in the medical record for care of the feet for high risk patients
Care of the feet for those at risk
ACTIVE COMPARATORthe impact of 1) patient survey regarding last foot exam, tobacco and aspirin use on documentation of foot exam and 2) patient education material: Care of the Foot For Those at Risk, on documentation of foot examination in the medical record
Impact of Quality Survey
ACTIVE COMPARATORImpact of patient survey regarding last foot exam, tobacco and aspirin use on documentation of foot exam in the medical record
Interventions
Patient education materials and key messages for care of the feet for those patients at risk
NCQA Patient Survey
Eligibility Criteria
You may qualify if:
- primary care patients with diagnosis of diabetes
You may not qualify if:
- unwilling to give informed consent
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Mayo Cliniclead
Study Sites (1)
Mayo Clinic Rochester
Rochester, Minnesota, 55905, United States
Related Publications (1)
Pakhomov S, Bjornsen S, Hanson P, Smith S. Quality performance measurement using the text of electronic medical records. Med Decis Making. 2008 Jul-Aug;28(4):462-70. doi: 10.1177/0272989X08315253. Epub 2008 May 13.
PMID: 18480037BACKGROUND
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Gregory a Bartel, MD
Mayo Clinic
- PRINCIPAL INVESTIGATOR
Steven A Smith, MD
Mayo Clinic
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- SINGLE
- Who Masked
- CARE PROVIDER
- Purpose
- HEALTH SERVICES RESEARCH
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- PI
Study Record Dates
First Submitted
December 9, 2008
First Posted
December 2, 2009
Study Start
January 1, 2010
Primary Completion
April 1, 2011
Study Completion
April 1, 2011
Last Updated
January 6, 2016
Record last verified: 2016-01